Working under Pressure: Scleroderma Presenting with Bilateral Exudative Retinal Detachment in the Context of Scleroderma Renal Crisis: A Case Report
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This is an observational case report to detail a novel case of scleroderma renal crisis presenting as bilateral exudative retinal detachments in a patient with newly diagnosed systemic sclerosis. An otherwise healthy 58-year-old female presented primarily with vision complaints and was found to have malignant hypertension (230/120 mm Hg) and bilateral exudative retinal detachment on dilated fundus examination and macular OCT scan. Further history revealed sclerodactyly, mild dysphagia, and dyspnea. She was diagnosed with diffuse systemic sclerosis and Sjogren's syndrome complicated by an episode of scleroderma renal crisis based on initial medical workup. She was admitted to intensive care for management of refractory hypertension with IV antihypertensive therapy. Three months after treatment, her visual symptoms and ocular findings resolved. The presence of exudative retinal detachment among other signs of hypertensive retinopathy warrants thorough systemic screening for underlying causes of malignant hypertension, including systemic sclerosis. Treatment of the underlying disease with urgent antihypertensive therapy resolved the exudative retinal detachments and restored vision in the case of a scleroderma renal crisis.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it